Grid watch: mapping blackouts with smart phones

Noah Klugman, Javier Rosa, P. Pannuto, Matthew Podolsky, Will Huang, P. Dutta
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引用次数: 16

Abstract

The power grid is one of humanity's most significant engineering undertakings and it is essential in developed and developing nations alike. Currently, transparency into the power grid relies on utility companies and more fine-grained insight is provided by costly smart meter deployments. We claim that greater visibility into power grid conditions can be provided in an inexpensive and crowd-sourced manner independent of utility companies by leveraging existing smartphones. Our key insight is that an unmodified smartphone can detect power outages by monitoring changes to its own power state, locally verifying these outages using a variety of sensors that reduce the likelihood of false power outage reports, and corroborating actual reports with other phones through data aggregation in the cloud. The proposed approach enables a decentralized system that can scale, potentially providing researchers and concerned citizens with a powerful new tool to analyze the power grid and hold utility companies accountable for poor power quality. This paper demonstrates the viability of the basic idea, identifies a number of challenges that are specific to this application as well as ones that are common to many crowd-sourced applications, and highlights some improvements to smartphone operating systems that could better support such applications in the future.
网格手表:用智能手机绘制停电地图
电网是人类最重要的工程事业之一,对发达国家和发展中国家都至关重要。目前,电网的透明度依赖于公用事业公司,而成本高昂的智能电表部署提供了更细致的洞察。我们声称,通过利用现有的智能手机,可以以一种独立于公用事业公司的廉价和众包的方式提供对电网状况的更大可视性。我们的主要见解是,未经修改的智能手机可以通过监测自身电源状态的变化来检测停电,使用各种传感器在本地验证这些停电,从而减少虚假停电报告的可能性,并通过云中的数据聚合与其他手机确认实际报告。拟议的方法使分散的系统能够扩展,可能为研究人员和关心的公民提供一个强大的新工具来分析电网,并让公用事业公司对电力质量差负责。本文论证了基本思想的可行性,指出了这个应用程序所特有的一些挑战,以及许多众包应用程序所共有的挑战,并强调了智能手机操作系统的一些改进,以便在未来更好地支持这些应用程序。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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